{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sqlalchemy\n",
    "import pandas as pd\n",
    "import datetime\n",
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sqlalchemy import create_engine\n",
    "conn = create_engine('mysql+pymysql://root:Fgr960523~@localhost:3306/managing?charset=utf8')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>customer_id</th>\n",
       "      <th>tel</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>94a20c908ea398cefba903e2d6598ea2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>5abd29bae58e80cc2513b9aa0f3dd598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>90875eb5b8fc1c84cf9a395f642ac092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>05f8673bd351bdb9bf3f503013784da8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>f4e507f349ac8455d8426db77c377636</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   customer_id                               tel\n",
       "0            1  94a20c908ea398cefba903e2d6598ea2\n",
       "1            2  5abd29bae58e80cc2513b9aa0f3dd598\n",
       "2            3  90875eb5b8fc1c84cf9a395f642ac092\n",
       "3            4  05f8673bd351bdb9bf3f503013784da8\n",
       "4            5  f4e507f349ac8455d8426db77c377636"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#1.读取数据库内新量客户名单：在customer表中，且未被沟通过（即不在mission表内）。\n",
    "#(select customer_id from mission group by customer_id)为不重复的已沟通过客户id列表\n",
    "sql1 = 'select id as customer_id,tel from customer where id not in (select customer_id from mission group by customer_id);'\n",
    "\n",
    "df_customer = pd.read_sql(\n",
    "    sql1,conn\n",
    ")\n",
    "df_customer.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[2,\n",
       " 30,\n",
       " 14,\n",
       " 23,\n",
       " 16,\n",
       " 3,\n",
       " 25,\n",
       " 12,\n",
       " 28,\n",
       " 22,\n",
       " 29,\n",
       " 8,\n",
       " 19,\n",
       " 26,\n",
       " 21,\n",
       " 24,\n",
       " 27,\n",
       " 11,\n",
       " 6,\n",
       " 13,\n",
       " 15,\n",
       " 4,\n",
       " 18,\n",
       " 17,\n",
       " 20,\n",
       " 1,\n",
       " 5,\n",
       " 7,\n",
       " 10,\n",
       " 9]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#所有销售人员的id\n",
    "sql2 = 'select id from salesstaff;'\n",
    "\n",
    "df_salesstaff = pd.read_sql(\n",
    "    sql2,conn\n",
    ")\n",
    "\n",
    "salesstaff_ids = df_salesstaff['id'].values.tolist()\n",
    "#.unique().tolist()效果一致。\n",
    "salesstaff_ids"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "a=df_customer.to_dict()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " 758: '864ad4774f6d7f962208f9c376357c2c',\n",
       " 759: 'a3b0730da3d23b1ed87f6d203317e173',\n",
       " 760: 'bdb50c21ba0a6655f1129a0c03675acf',\n",
       " 761: 'f59dafae3e9da3c05830210e177b92b7',\n",
       " 762: '893ecff4c2603377d655a0dce0f011fc',\n",
       " 763: '8ec78504522d2eb22271982b9830aebf',\n",
       " 764: '176167fa99c178b8b776a2ee63639258',\n",
       " 765: '049b268651f5e1354206cea2b27d8662',\n",
       " 766: 'a7f0cebe0f66d2a36a56bdcc5c206805',\n",
       " 767: '5eac6372426c99ff258a8bcc359d84cc',\n",
       " 768: '11bc7070cf9e304769eb8c1d284c7df8',\n",
       " 769: '84b0a30ac53d347bef6c231f79a45a5b',\n",
       " 770: '02d8c35eba673447fe373c7bd37fa722',\n",
       " 771: '0dac7bc950a83e2506a16dd9e9d78e7f',\n",
       " 772: '8fc1b10c16691adad8be421860613262',\n",
       " 773: '8d49ff8870b08aeaa203b503d798a7d4',\n",
       " 774: '170037db4b8e67cd01afdfa60c44e8b9',\n",
       " 775: '86452f07f9b40531719618ad83c37952',\n",
       " 776: '728feadc9ddae5b465a1bc3ece4ebbbb',\n",
       " 777: '8968d75253dc93b0a39e8e007f83cd51',\n",
       " 778: '33d7f32cda66a3eee1a38084bc4747c2',\n",
       " 779: '5bf1818c963f0405fd89ac7bf9073d77',\n",
       " 780: '4a57a8f9fcf40820888facfb7646e74f',\n",
       " 781: 'd5b39e8ef85802412caeeea172a0f81f',\n",
       " 782: '01c0523218455ae5cfba4ae7a80f72fc',\n",
       " 783: 'a8146e670ef40f48c57155d67dea2dcd',\n",
       " 784: 'd75a89d248ef9d9948620d96b74fa9c5',\n",
       " 785: '9689d8c24ab42a3154bc52fbb6b168a5',\n",
       " 786: '5852a6dbb0a6d57bbb00123fa64b7ffd',\n",
       " 787: 'b666e0ea09bf59d19917890354429ac5',\n",
       " 788: '76beda5c667d608491443152da2735a5',\n",
       " 789: 'c06f517e3c3c80cc207303a702721abc',\n",
       " 790: 'a6d251b6637e90090c48fcb9b333383f',\n",
       " 791: 'b91069598ffd5e4edf57ce70191fe4f9',\n",
       " 792: 'f57e5657c552931ab6b88aec50cf3c9f',\n",
       " 793: '5c3cbe829266f698820f55e4b74fe672',\n",
       " 794: 'd978bfc795b8f0dc76b5c974c355cef6',\n",
       " 795: 'ddff578ac1046b260b961c70f786fb9a',\n",
       " 796: '09a4d56b99d2687b737361b71a90d305',\n",
       " 797: 'bbcbd4ff991d31fafac6b48258ea424a',\n",
       " 798: '253830e2f879888bbe2ae2eec5bfdf96',\n",
       " 799: 'de7492927418e5aa11491edc28a601d3',\n",
       " 800: '76e987213950ba1f46c3930f6a44b157',\n",
       " 801: 'a3b488f0d072812de9dc68902de77c18',\n",
       " 802: 'a3f6e2225c715ebc51ae97dc19fb7067',\n",
       " 803: '15806591a36ef4a2402087b8ab4f1054',\n",
       " 804: '7f9ba021e70b1423f461d7415955b4cc',\n",
       " 805: '3328b72f631a0b9dcd3acd0883310f9e',\n",
       " 806: 'd05332eb99062b323b89490043f489d5',\n",
       " 807: '7dea68f6058078d75677a46955a95595',\n",
       " 808: '2917713397f8771d64b1acae5018d0d8',\n",
       " 809: '7db7cf0d8ac46686fac4f9223dbfb401',\n",
       " 810: 'a27e1d4711a4d555f7daec5d68998d45',\n",
       " 811: '86929919d6e14994e8f34f382749942e',\n",
       " 812: 'b5486f12da0b0783ff9fd8d78d56daa4',\n",
       " 813: 'bfc6b3362a9fb8f57ff8287af15d5871',\n",
       " 814: 'ce33e8bcc805b998b166d1f3949aff4a',\n",
       " 815: 'd395870efb975248709cfedc12c488e0',\n",
       " 816: 'ce6fa3516375505e0d6fa0ba1da9cf5c',\n",
       " 817: '0a2e1176694f09895581cc1a0bfe6c3a',\n",
       " 818: '3ac5a29d49b53ac3af31bb8470567134',\n",
       " 819: '813b9b4d8abea89fff2ea1ef9f6bbe40',\n",
       " 820: 'f483cde154ec9d46f52be4f3a81009ef',\n",
       " 821: '7fa112fa699f90328954b6b539c58985',\n",
       " 822: 'fb3f68279959ba2476f381d695483c10',\n",
       " 823: 'ced38cfbf0b92ed0a3f00b188c89b88f',\n",
       " 824: '010a38cbb5968d35ff1b0686b8ceac62',\n",
       " 825: '61cf81e66e1536b6da29282a77102c16',\n",
       " 826: 'a4908b343aa2767d732478820f332413',\n",
       " 827: 'b87ea8b5647e8ee7f8b061710b4ab5e4',\n",
       " 828: '80ca3c40d4288ff0f0a64cf84b9fd86a',\n",
       " 829: '4dc232b4e54a921f1dd40dfb74315b91',\n",
       " 830: 'b837a1ad211c1b69bc2baa799542a817',\n",
       " 831: '4a95bd73f89e9f39bfe52a9b4e3a5d14',\n",
       " 832: '2c31d70575b7269cce27b287e78cc735',\n",
       " 833: '26fc04925c9506843d2bac1037fee297',\n",
       " 834: '19348375e73668b8e249587a0bca2e24',\n",
       " 835: 'bb4916f260f110ca4d90af0fb97c5dba',\n",
       " 836: '3264f0ada0086fd5003ce63575625780',\n",
       " 837: '249251054444b833e7df8dc64dbb440a',\n",
       " 838: '1609899714bd36aa38ba5c95f2fe8a0e',\n",
       " 839: 'd70d3c5d2ec9eb505d7e3f6c1bfdd727',\n",
       " 840: 'ec93cda56bca84a6d0917ec9d1a3e14e',\n",
       " 841: '25db917c6364f469e92ec85b59fa6e48',\n",
       " 842: '29fa72d21b38a605c8a9c31c28b4d8fe',\n",
       " 843: 'ec450063cf3cd73fc0757132b1e72976',\n",
       " 844: '6393fa9c278cbf1f5c02578ce0265bff',\n",
       " 845: 'a268fa517207e1e929501de2346a699c',\n",
       " 846: 'db311e558ad1489f63c7ae14c19a0765',\n",
       " 847: '7a0c934eb5dc09d66a744b6a177480f8',\n",
       " 848: 'caaf1b911ae81ffe02c0e71fa3e09c22',\n",
       " 849: 'b0a9eaa6b9f906a896dc31fb0f05cad3',\n",
       " 850: '6cbbbe1b6bbecabab80e5732ff4568a9',\n",
       " 851: '5ab0906f36e67364b5c5766194ddcd35',\n",
       " 852: '09ecdb3d628bed265c1250eca848bfaa',\n",
       " 853: '0f79f774e9372843481cba269c49892e',\n",
       " 854: '370ecf3828ca7c4f44f82f945b0d2324',\n",
       " 855: '9bf2bb84263fd7a5500c11b71fff48c0',\n",
       " 856: 'e756f52bb65997cce4d42dd6e35a4940',\n",
       " 857: '43582329eabe8a078284e12bfe2158e2',\n",
       " 858: 'a29b0d1fe0f6eec2fd0f20fd3c84be39',\n",
       " 859: 'dc40935b4cd332740a69f49098297a3c',\n",
       " 860: '40172a0d5ba5cc37df5193654f74e9f0',\n",
       " 861: 'ca2e70d31ee984c294c3e5296889de77',\n",
       " 862: 'db0676647b61155e0b040f16dbe966fd',\n",
       " 863: '08557c9f88b18fe41988d1f84bedb77f',\n",
       " 864: 'cc512974d253e5c374c45ddf86cac14e',\n",
       " 865: '25cadc6a96730d218be70daef302a31c',\n",
       " 866: 'd4431fe59baa93c74997a0765de2a194',\n",
       " 867: '7badacb293df5fedc093099389213d6a',\n",
       " 868: '16bdb1f8b93653f381c254b6b86b9eaf',\n",
       " 869: 'e802a1e74d0a2edbf0972e844283f08d',\n",
       " 870: 'e7b2a040e6e3ee58f08456b7962c8df5',\n",
       " 871: 'ba643ee9fb44cb7373fb7bdf86ea63c1',\n",
       " 872: '82594cd68596c63bf9ed99c6175b8f6f',\n",
       " 873: 'ea6649e0cfb6ab1b4e2f9709853521c8',\n",
       " 874: '9f5f6b921c5ff3b4c95ae01d2d875bd7',\n",
       " 875: 'b6b8deedd2c3b1b854dc00a17ad8937e',\n",
       " 876: 'c5e78c65cb698d47d525066a78f14e12',\n",
       " 877: 'b6c59f6236dce6e2d04386c2ee7f5773',\n",
       " 878: '80fdddba216ab1332254b6d4ecfedfcd',\n",
       " 879: '4c3087ac245e4b6cfcc771776800be5b',\n",
       " 880: '44258fa90e36068a1ad9108341e93882',\n",
       " 881: 'ef85515cb1bc65fb5f90ab815b8ffa74',\n",
       " 882: '011c5e57c8ee91b0badf535366754fe2',\n",
       " 883: '4771e4d1c2dcf869ef73826f99f7d982',\n",
       " 884: '07ad52829e3153accc48b0959ea4cc80',\n",
       " 885: 'fd186ae08a2405e8a737d92f6326c932',\n",
       " 886: 'bbc3bc47af021beec99ab651e30606b9',\n",
       " 887: 'dc47b3a42cfe4e748893f4c26e0cf21a',\n",
       " 888: 'd8a84e96e06c9e0b813740961d49c420',\n",
       " 889: 'a33fa2d860733cdd6f54cf4de92715e3',\n",
       " 890: 'ad5c9c980c59d4c551edc05e97711649',\n",
       " 891: '9718e0329ae868a2b61d4f5ef8fbb62c',\n",
       " 892: 'cb894922b2f93a8305b8059fc1d8a1ee',\n",
       " 893: 'c39e40fd1cd6fb5b3b39f285dd821262',\n",
       " 894: 'b96c7ca66b39aacaf38f3d08d2769fc3',\n",
       " 895: 'd910ceca48ae1c5670204902d95ff212',\n",
       " 896: 'f534e3f8b3d13a828685f8d832c14ff1',\n",
       " 897: '8019ce476c9436e91f083647e8c44fff',\n",
       " 898: '2034ba78b1ed745043c05eea85acf1a0',\n",
       " 899: '405635542842554143884b4db0863362',\n",
       " 900: '22cb90bc77636c9e0cbf76a2c156e98a',\n",
       " 901: 'ddfebe347aa3ca1d937bbd574e418924',\n",
       " 902: 'f1cb1686efbfd9510342feb38c8c1601',\n",
       " 903: '2fa01929779c4707effd35e4f0295e3c',\n",
       " 904: 'a032a566ca4a19d71e1a0e966ab6d349',\n",
       " 905: '6122a7979f0108f3e66040c25fe09ceb',\n",
       " 906: 'd91f87766056ab5b824f09d168134d6f',\n",
       " 907: 'f2dbb91c937cf926f360e96413e2b91f',\n",
       " 908: 'b35217afe91dbf59acdee0dca76fcf62',\n",
       " 909: 'a43a3ceb05bee894c137e34552725c90',\n",
       " 910: '7f7d627bd8d4856f5f51ec08dda76a6c',\n",
       " 911: '2f4c396894ea05b5adcbeb2bc62404c9',\n",
       " 912: '7b1674e7356e9983a0e46d88e6f63785',\n",
       " 913: 'a66f3047639c2bcc252079c7a6fa3113',\n",
       " 914: '8a90ce118e60b0a214feb97077133a27',\n",
       " 915: '47de333b91a7590d631f7cc8c2140a47',\n",
       " 916: 'c51deacdba8f56e1c88dc5b000d02020',\n",
       " 917: 'db9b172007fc27925379b33642f0bed5',\n",
       " 918: '8bda52e7e207c6f4ec6e49835955cd7c',\n",
       " 919: 'd679f02aea09191f06538c21c28aa3fa',\n",
       " 920: '1287f38f4c235b74df99c06ba262997e',\n",
       " 921: 'beaaabc25461dcd461c529364011fca7',\n",
       " 922: '0418ef7166d8508900dc4cef3acd444f',\n",
       " 923: 'b864b6aa1ce48229c533316680747b75',\n",
       " 924: '9f0897cccea3d4c82ef1c29a307c53e6',\n",
       " 925: '63357b54f3994e590b1874e3c192023a',\n",
       " 926: '524d38fe1d28468e9d8a589fec84a5c4',\n",
       " 927: 'db4e9c5cc4f0603935b5dfca47f490f7',\n",
       " 928: '9aa14aedaed071baa7a0b44d90357d65',\n",
       " 929: 'e08263995ef8ea76845845b83f9deeec',\n",
       " 930: '916677cd11ba1a213e0a0315045483ca',\n",
       " 931: 'b197c1f82fa96d5bcbfaf2fc5d0d3939',\n",
       " 932: 'b39bbe3f108c465b6d363d3e58e72ace',\n",
       " 933: '796c7bbbf5948b8fbe3e8f682d4838f3',\n",
       " 934: 'f6138533acd93af43249037a7dbd510f',\n",
       " 935: 'c5b2e901bdb16906c9d8c319dfbab2e5',\n",
       " 936: '7f4f64e70965d98b42e7a4c697cfc01e',\n",
       " 937: '8cfe6057e6ebbafa2bb8ce0888ddb1a7',\n",
       " 938: '3e38349f286807fa50781bf782bfe39f',\n",
       " 939: 'a2291ec2822055409269fab2f3e0d5d5',\n",
       " 940: 'fc2fac2d86eabbd0f5df08a13d1e96e3',\n",
       " 941: 'a166253ff3378068335dfec4289509f3',\n",
       " 942: 'e0e028550d5244080762db7801875ea0',\n",
       " 943: '2ddaa8f14d7ab21c27aae5179eaf953f',\n",
       " 944: '2f667094a89966fc0ede1d566210c6bb',\n",
       " 945: '91fbd5b8963dcec072a253026b83c4a5',\n",
       " 946: '9555b1f463d2f19d9b72104d55cbf3fe',\n",
       " 947: 'ba666f3cd062a8288a6ce40b2d9d06f5',\n",
       " 948: '9b478d72674cf5bb53fb73c0b39ea0df',\n",
       " 949: 'f4c082a970e3f8ca94ad16519c4aea1f',\n",
       " 950: '347edd2143b41f4a31ae309c7a65415a',\n",
       " 951: 'a68239213fc3a8dcacc27dc12d995ce5',\n",
       " 952: '0f91fc27f96a1aef8c598d83ddee2313',\n",
       " 953: 'd1f54b92527d648ba7ef92ae9becf548',\n",
       " 954: '86e659f19c78cc879b8ea4048ddeb21b',\n",
       " 955: 'c432f7f37ef99db682bb67ab7a8d70c1',\n",
       " 956: '00d6c0346dca36e49b57d0b12d618dca',\n",
       " 957: '2f42ea9d130ea94e93dd1f6d8bcd38b8',\n",
       " 958: 'fe7339b41a8b09f7ae15675d04dd6f70',\n",
       " 959: 'a6d6fd7df215f6775e50476c28cc8c87',\n",
       " 960: '1394fbeff212dc7931e0529a0787397c',\n",
       " 961: 'a4f984d3f089a6020fa598a093f78071',\n",
       " 962: '797b52394109942ac5a37d46ef0401f1',\n",
       " 963: '0d23f6b33050ddf671171ff29531033d',\n",
       " 964: '945abb2f9ec91622aa3eeaeddd4954c8',\n",
       " 965: 'a0c2ecc4280147dc4da13bc067527bc0',\n",
       " 966: '0810de3a8cf65f5bbc27fb499862751b',\n",
       " 967: '07e594c948184fd023387064a7820c54',\n",
       " 968: '952e687373ef3c1c8b5fee177bc8b1c1',\n",
       " 969: '1cc27ca7778b04ae9c62e8486865ce8f',\n",
       " 970: '7ba5ccdef0ee2f5be7c6fbbbd3fa3279',\n",
       " 971: '2d3aaee3f1a9a22085ee432e351cb290',\n",
       " 972: '932423535915353f2c409cbf4f806fa9',\n",
       " 973: '340959239305e8c27e4ea544cd1a7730',\n",
       " 974: '7de86c9346a5fde27e8d9929ef9755bf',\n",
       " 975: '4913aee7df69c78f73682d7a752662ea',\n",
       " 976: '13e674c018a2de425043c442cef54ed9',\n",
       " 977: '32537d3b9e2d37ea99adf77f7a27c6af',\n",
       " 978: '089697e95a9a02a6f153e3a76460b94e',\n",
       " 979: '745dca1aa10484af1ae7fa35a3589187',\n",
       " 980: '187534bf3aaa4cd01de33f4c46dd0630',\n",
       " 981: '38c2e3de02aaae78d04410f27eca941d',\n",
       " 982: 'abedfcf754e7181f0e059a9ed746fd8a',\n",
       " 983: 'b2fe6f0d4c914764a7be7ddc1f6a089e',\n",
       " 984: '435c4950869386f2c2f8d9c86776f873',\n",
       " 985: 'b9035f853b90fbff88f22dc1904b4845',\n",
       " 986: '8f2648e4fa5a2733f923ba8303801cd0',\n",
       " 987: '1c1e734c0481015da3501aead859ba8f',\n",
       " 988: 'def17db6ccfd33926d0ab8a45dea428f',\n",
       " 989: 'b1c438cf318f9e249e14ae20c910f1ec',\n",
       " 990: '2b2928d611daadd1a708c1e1e312359f',\n",
       " 991: '963996bc11c41fc742f9560ffd09f5e5',\n",
       " 992: '6058a24711ada32bfd7426e0b36acf0f',\n",
       " 993: '3aaf02981dcc4fa993a7a2c8326ef1d8',\n",
       " 994: '29ae3e911bc7b549ddb36123268b3aed',\n",
       " 995: 'bd1c9b29b04b6bb046f911cc047baef9',\n",
       " 996: 'b2039dc0f6ed2822ae5116960487342a',\n",
       " 997: 'a9b1fb917e21764d53dd00cfabb3c3f5',\n",
       " 998: '080d1bda2efab3d4fc6abcebb9f5ec74',\n",
       " 999: '67bf872a9bb824aed378b32a40b0f0f1',\n",
       " ...}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a['tel']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'94a20c908ea398cefba903e2d6598ea2'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a['tel'][0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['customer_id', 'tel'])"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'salesstaf_id': 2,\n",
       "  'customer_id': 1,\n",
       "  'tel': '94a20c908ea398cefba903e2d6598ea2'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 2,\n",
       "  'tel': '5abd29bae58e80cc2513b9aa0f3dd598'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 3,\n",
       "  'tel': '90875eb5b8fc1c84cf9a395f642ac092'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 4,\n",
       "  'tel': '05f8673bd351bdb9bf3f503013784da8'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 5,\n",
       "  'tel': 'f4e507f349ac8455d8426db77c377636'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 6,\n",
       "  'tel': 'de39298ba26941840e146386726712c3'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 7,\n",
       "  'tel': '12d00e1f9372b2efb29413be3be299ae'},\n",
       " {'salesstaf_id': 2,\n",
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       "  'tel': 'c31ddaef2e466b90b33800921a10bebf'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 703,\n",
       "  'tel': 'feb57b193d654d6fd21171d95dad70a9'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 704,\n",
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       " {'salesstaf_id': 10,\n",
       "  'customer_id': 705,\n",
       "  'tel': '4ef0a9f64e68ada64b1ae27b089a81af'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 706,\n",
       "  'tel': '3fdbc6d3086e286efd4bcfc7f239283a'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 707,\n",
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       " {'salesstaf_id': 10,\n",
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       "  'tel': 'ad2b17391ef7e4a0b0cbb03f98dd93db'},\n",
       " {'salesstaf_id': 10,\n",
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       " {'salesstaf_id': 10,\n",
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       " {'salesstaf_id': 10,\n",
       "  'customer_id': 711,\n",
       "  'tel': '7b51dedeab0b492971d0423c35795e80'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 712,\n",
       "  'tel': '9dad645ef3d4ea05334ad16caa8ddc57'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 713,\n",
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       " {'salesstaf_id': 10,\n",
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       "  'tel': '49305185afefa86b1f1f46bd156605af'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 715,\n",
       "  'tel': 'b062cf5a8ae345281607c4904e0a4881'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 716,\n",
       "  'tel': 'e7014b6ccb7dc15bee0afa5753fd1d77'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 717,\n",
       "  'tel': 'b6a457de3912bf162025de45990f4771'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 718,\n",
       "  'tel': 'fb77f39bfc791cbeba8daa2ae2dbc435'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 719,\n",
       "  'tel': 'ccbfe2f9e9c373eb7f1747e2691ce6e1'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 720,\n",
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       " {'salesstaf_id': 10,\n",
       "  'customer_id': 721,\n",
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       " {'salesstaf_id': 10,\n",
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       " {'salesstaf_id': 10,\n",
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       " {'salesstaf_id': 10,\n",
       "  'customer_id': 725,\n",
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       " {'salesstaf_id': 9,\n",
       "  'customer_id': 726,\n",
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       " {'salesstaf_id': 9,\n",
       "  'customer_id': 727,\n",
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       " {'salesstaf_id': 9,\n",
       "  'customer_id': 728,\n",
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       " {'salesstaf_id': 9,\n",
       "  'customer_id': 729,\n",
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       " {'salesstaf_id': 9,\n",
       "  'customer_id': 730,\n",
       "  'tel': '053fb7f6df9ed67c4bda89a317e6c128'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 731,\n",
       "  'tel': 'cc5c34d03ef49279ea4e77d817cdb02e'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 732,\n",
       "  'tel': 'd99ae2bac936534fd9c284de2d2cc365'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 733,\n",
       "  'tel': 'acc0aeed5a89f0dda094c403ae4f71fb'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 734,\n",
       "  'tel': '27d7fd179138815dd636b391868c1752'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 735,\n",
       "  'tel': '1f59aecce0eda39759d35883747c170a'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 736,\n",
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       " {'salesstaf_id': 9,\n",
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       " {'salesstaf_id': 9,\n",
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       " {'salesstaf_id': 9,\n",
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       " {'salesstaf_id': 9,\n",
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       " {'salesstaf_id': 9,\n",
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       " {'salesstaf_id': 9,\n",
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       " {'salesstaf_id': 9,\n",
       "  'customer_id': 744,\n",
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       " {'salesstaf_id': 9,\n",
       "  'customer_id': 745,\n",
       "  'tel': '16820373264e01c735002d3b78a6540d'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 746,\n",
       "  'tel': '542e4253688327d8d76c7d26c32acc40'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 747,\n",
       "  'tel': '2a2b8393d701957e2ddcc44bd21a2b71'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 748,\n",
       "  'tel': '8f2914feac336a8afbe6d7db185baf80'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 749,\n",
       "  'tel': '16b5430cdb2418a62d09e41030ca909b'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 750,\n",
       "  'tel': '91c66ae3e25d8d316cca4afd84826e07'}]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#每个销售人员每天新接受的25个沟通名额\n",
    "def get_mission_data1():\n",
    "    '''\n",
    "    函数返回的数据类型：\n",
    "    [\n",
    "        {\"salesstaff_id\":id,\"customer_id\":id,\"tel\":tel}\n",
    "    ]\n",
    "    '''\n",
    "    datas = []\n",
    "    df_customer_dict = df_customer.to_dict()\n",
    "    \n",
    "    for index,salesstaff_id in enumerate(salesstaff_ids):\n",
    "        #salesstaff_ids：销售人员id列表\n",
    "        #此处的index是enumerate的,从0开始顺序的,而customer_id是从1开始的。\n",
    "        for i in range(index * 25,(index+1) * 25 ):\n",
    "                 #即0-24，25-49...\n",
    "            \n",
    "            this_customer_id = df_customer_dict['customer_id'][i]\n",
    "            this_tel = df_customer_dict['tel'][i]\n",
    "            \n",
    "            datas.append(\n",
    "                {\n",
    "                    'salesstaf_id':salesstaff_id,\n",
    "                    'customer_id':this_customer_id,\n",
    "                    'tel':this_tel,\n",
    "                }\n",
    "            )\n",
    "            \n",
    "    return datas\n",
    "    \n",
    "datas1 = get_mission_data1()\n",
    "datas1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#2.其他销售人员未签单成功的意向用户派单\n",
    "current_day = '2020-07-01'\n",
    "last_day = '2020-06-29'\n",
    "#销售人员跟进意向用户的最大时长是2天。所以，超过2天未成单的客户才能被重新分配。\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    <tr>\n",
       "      <th>3</th>\n",
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       "      <td>8</td>\n",
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      ],
      "text/plain": [
       "   customer_id                               tel  salesstaff_id\n",
       "0        42231  17810ad73067e8706f5b67f2ec8834fa              4\n",
       "1        42231  17810ad73067e8706f5b67f2ec8834fa              8\n",
       "2        42231  17810ad73067e8706f5b67f2ec8834fa             26\n",
       "3        59892  478d1ac970fbdbeaa1eb57d419c35e72              8\n",
       "4        47229  486ea018b00323972c871097b9736a26              8"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#需要确保这些消费者在29号还处于继续跟单状态，而且在30号没有转变为跟单成功状态\n",
    "sql3 = 'select mission.customer_id as customer_id,c.tel as tel,mission.salesstaff_id as salesstaff_id from mission inner join customer c on mission.customer_id = c.id where customer_id in ( select customer_id from mission where createDate = \"2020-06-29\" and status_id = 1) and customer_id not in ( select customer_id from mission where createDate = \"2020-06-30\" and status_id = 5) ;'\n",
    "\n",
    "df_last_mission = pd.read_sql(\n",
    "    sql3,conn\n",
    ")\n",
    "df_last_mission.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
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       "      <th>454</th>\n",
       "      <td>39135</td>\n",
       "      <td>b531819ac8b3673ec2bc3fc8263e603a</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>48100</td>\n",
       "      <td>ffa05f7e6fc52badb03fece24f4e47b5</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>456</th>\n",
       "      <td>41486</td>\n",
       "      <td>eefd8ff7264a7219447f795be187fae4</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>457 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     customer_id                               tel  salesstaff_id\n",
       "0          42231  17810ad73067e8706f5b67f2ec8834fa              4\n",
       "1          42231  17810ad73067e8706f5b67f2ec8834fa              8\n",
       "2          42231  17810ad73067e8706f5b67f2ec8834fa             26\n",
       "3          59892  478d1ac970fbdbeaa1eb57d419c35e72              8\n",
       "4          47229  486ea018b00323972c871097b9736a26              8\n",
       "..           ...                               ...            ...\n",
       "452        39135  b531819ac8b3673ec2bc3fc8263e603a             27\n",
       "453        39135  b531819ac8b3673ec2bc3fc8263e603a             22\n",
       "454        39135  b531819ac8b3673ec2bc3fc8263e603a              8\n",
       "455        48100  ffa05f7e6fc52badb03fece24f4e47b5             22\n",
       "456        41486  eefd8ff7264a7219447f795be187fae4             22\n",
       "\n",
       "[457 rows x 3 columns]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b=df_last_mission.groupby('customer_id')\n",
    "b.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'salesstaf_id': 21,\n",
       "  'customer_id': 30517,\n",
       "  'tel': 'ec4424adedf2ec7fc48c3bfeed54ef25'},\n",
       " {'salesstaf_id': 18,\n",
       "  'customer_id': 30518,\n",
       "  'tel': '1090f73bb072604a7a7109d0c641306b'},\n",
       " {'salesstaf_id': 17,\n",
       "  'customer_id': 30521,\n",
       "  'tel': 'c098a8f2bddc66cc97034adaa78d3f01'},\n",
       " {'salesstaf_id': 7,\n",
       "  'customer_id': 31034,\n",
       "  'tel': '80b0c7a8493a547b37fa691064119606'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 31037,\n",
       "  'tel': 'ebcb8da68545f196b27f050ac00d3dad'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 31040,\n",
       "  'tel': '23b9216d0a9ae32aaeaa6e7a17f0971f'},\n",
       " {'salesstaf_id': 23,\n",
       "  'customer_id': 31061,\n",
       "  'tel': 'd5ac33230fe75560b8bb886f17edd108'},\n",
       " {'salesstaf_id': 16,\n",
       "  'customer_id': 31063,\n",
       "  'tel': '3e3f86488efea70a761a3b6a539a3af6'},\n",
       " {'salesstaf_id': 1,\n",
       "  'customer_id': 31066,\n",
       "  'tel': '1dc2a72db1fdfe95344a1f4d8faabedb'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 31067,\n",
       "  'tel': 'e02bd377c279ce14f4d94baabdf45c99'},\n",
       " {'salesstaf_id': 26,\n",
       "  'customer_id': 31783,\n",
       "  'tel': 'b0c160fd845516b4f5f5572e4c7558fe'},\n",
       " {'salesstaf_id': 20,\n",
       "  'customer_id': 31786,\n",
       "  'tel': '32abfade8cc64824f66f939393d2d0fe'},\n",
       " {'salesstaf_id': 13,\n",
       "  'customer_id': 31788,\n",
       "  'tel': '2354e260860a3d2f9ddb7b664303110c'},\n",
       " {'salesstaf_id': 3,\n",
       "  'customer_id': 31830,\n",
       "  'tel': '764dd63c2a8a6772ac271fcb9b9f6771'},\n",
       " {'salesstaf_id': 25,\n",
       "  'customer_id': 31833,\n",
       "  'tel': '4f7aefeb62679f364086735df817bd48'},\n",
       " {'salesstaf_id': 5,\n",
       "  'customer_id': 31839,\n",
       "  'tel': '2ab4a9b547c96ea1d57a28675c8d6d1d'},\n",
       " {'salesstaf_id': 11,\n",
       "  'customer_id': 31841,\n",
       "  'tel': 'e9fa8e516d4971d7b3dada7a06131791'},\n",
       " {'salesstaf_id': 15,\n",
       "  'customer_id': 31847,\n",
       "  'tel': 'b0bbd0deda80542a95677f2f8805e906'},\n",
       " {'salesstaf_id': 4,\n",
       "  'customer_id': 32548,\n",
       "  'tel': '8e1a7294a39e3beef2da70cc58893c39'},\n",
       " {'salesstaf_id': 28,\n",
       "  'customer_id': 32549,\n",
       "  'tel': 'a29b331a55812a718abd64b00d6d4ad2'},\n",
       " {'salesstaf_id': 12,\n",
       "  'customer_id': 32570,\n",
       "  'tel': '4123d30acf205d751d48a576b42d7a40'},\n",
       " {'salesstaf_id': 22,\n",
       "  'customer_id': 32573,\n",
       "  'tel': '56863e8c1c8d1a48840b9ee6759d1a9a'},\n",
       " {'salesstaf_id': 30,\n",
       "  'customer_id': 32574,\n",
       "  'tel': '066d5a6f8cced27c0791e7987e2cd6bd'},\n",
       " {'salesstaf_id': 14,\n",
       "  'customer_id': 32575,\n",
       "  'tel': '3f442507687fbeb2cf16abba892521ae'},\n",
       " {'salesstaf_id': 24,\n",
       "  'customer_id': 32576,\n",
       "  'tel': 'cdce6c96174ae002a5273b85f49b8907'},\n",
       " {'salesstaf_id': 19,\n",
       "  'customer_id': 32800,\n",
       "  'tel': '86227e434a3b7292842b4a027ccaecd8'},\n",
       " {'salesstaf_id': 6,\n",
       "  'customer_id': 33419,\n",
       "  'tel': 'ad267711387aa5583dc6851b20a2af4f'},\n",
       " {'salesstaf_id': 29,\n",
       "  'customer_id': 33429,\n",
       "  'tel': '0bdfe5dc732dd3802172eebe91aba03c'},\n",
       " {'salesstaf_id': 8,\n",
       "  'customer_id': 33434,\n",
       "  'tel': '1445da6374aa16ac33464b6935498ecb'},\n",
       " {'salesstaf_id': 27,\n",
       "  'customer_id': 33435,\n",
       "  'tel': '1871fca1a8f514a8cd46998f0a396bbc'},\n",
       " {'salesstaf_id': 5,\n",
       "  'customer_id': 34012,\n",
       "  'tel': '49bab982b7d75c98d9eef5ff6877cbc9'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 34034,\n",
       "  'tel': '3ebd1e8fc0c519bcf080c0626d99dd90'},\n",
       " {'salesstaf_id': 7,\n",
       "  'customer_id': 34035,\n",
       "  'tel': '0070cad27da4fc2ce2efd9a1fd949d76'},\n",
       " {'salesstaf_id': 6,\n",
       "  'customer_id': 34496,\n",
       "  'tel': 'a5ab0698be8f355b37b7bba85d840fa1'},\n",
       " {'salesstaf_id': 20,\n",
       "  'customer_id': 34497,\n",
       "  'tel': 'c7636ef4ae16f744ed40c766867a2bb8'},\n",
       " {'salesstaf_id': 8,\n",
       "  'customer_id': 34498,\n",
       "  'tel': 'f67a83bf2d3040497c75544914291018'},\n",
       " {'salesstaf_id': 11,\n",
       "  'customer_id': 34499,\n",
       "  'tel': '860b48baff76d94f7470bd33b7dd1e64'},\n",
       " {'salesstaf_id': 19,\n",
       "  'customer_id': 34501,\n",
       "  'tel': '03752935abbfd5c79ee89a0c1a1291cb'},\n",
       " {'salesstaf_id': 25,\n",
       "  'customer_id': 34503,\n",
       "  'tel': 'de3d40c6aaaf76325715bc5188d0c459'},\n",
       " {'salesstaf_id': 28,\n",
       "  'customer_id': 34973,\n",
       "  'tel': '715cd24adf27d9268ca44ea00937bebe'},\n",
       " {'salesstaf_id': 18,\n",
       "  'customer_id': 34992,\n",
       "  'tel': '12dc07619cb60fa57f9f84dcbab6bb37'},\n",
       " {'salesstaf_id': 23,\n",
       "  'customer_id': 34994,\n",
       "  'tel': 'b29fab2518fa0d24ca5975b275120cf3'},\n",
       " {'salesstaf_id': 21,\n",
       "  'customer_id': 34998,\n",
       "  'tel': '8e65e1028c386b85a72e362f42f1a159'},\n",
       " {'salesstaf_id': 30,\n",
       "  'customer_id': 35002,\n",
       "  'tel': '8b0957ebb91e2c8c892889e1fc043b07'},\n",
       " {'salesstaf_id': 4,\n",
       "  'customer_id': 35004,\n",
       "  'tel': '39aa0e1097ad2ba42fedbfc769158fc7'},\n",
       " {'salesstaf_id': 26,\n",
       "  'customer_id': 35272,\n",
       "  'tel': 'a58d29bec8f6279205c62cefb24ab884'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 35273,\n",
       "  'tel': '8c02cc367639b2b90957a83c063e6e15'},\n",
       " {'salesstaf_id': 12,\n",
       "  'customer_id': 35277,\n",
       "  'tel': '9e1332e21660d2a1995d1f96360ebfe2'},\n",
       " {'salesstaf_id': 14,\n",
       "  'customer_id': 35278,\n",
       "  'tel': '940701495a6b43a7cb0f96b40d0e987f'},\n",
       " {'salesstaf_id': 27,\n",
       "  'customer_id': 35770,\n",
       "  'tel': '9fa3b86da5845c9f925124e27c59840a'},\n",
       " {'salesstaf_id': 13,\n",
       "  'customer_id': 35799,\n",
       "  'tel': '48621af9e861f2ea7f9859fcd27f154d'},\n",
       " {'salesstaf_id': 16,\n",
       "  'customer_id': 35801,\n",
       "  'tel': '14380452e2cdb0b654f8c2709dd347f9'},\n",
       " {'salesstaf_id': 3,\n",
       "  'customer_id': 35806,\n",
       "  'tel': '30583f3836882c67e21ef78282775e77'},\n",
       " {'salesstaf_id': 22,\n",
       "  'customer_id': 35809,\n",
       "  'tel': 'b13239fa274f055638d47a6f843cf8cc'},\n",
       " {'salesstaf_id': 29,\n",
       "  'customer_id': 35810,\n",
       "  'tel': '28ca6179281012afce47ef830b3b432d'},\n",
       " {'salesstaf_id': 17,\n",
       "  'customer_id': 35811,\n",
       "  'tel': '994869a26d564f3405a51819eaf16a55'},\n",
       " {'salesstaf_id': 15,\n",
       "  'customer_id': 35812,\n",
       "  'tel': '2ded3d7ad792cb98ee95e4b5d9005f71'},\n",
       " {'salesstaf_id': 24,\n",
       "  'customer_id': 36637,\n",
       "  'tel': 'a721b7b220d7e355cd789bfff0549e3f'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 36640,\n",
       "  'tel': '7220abae598124af754e6cb197b475a5'},\n",
       " {'salesstaf_id': 1,\n",
       "  'customer_id': 36667,\n",
       "  'tel': '9bee6af89038cf2f6991bf2c31fa0b76'},\n",
       " {'salesstaf_id': 12,\n",
       "  'customer_id': 36668,\n",
       "  'tel': '64367221e5adfe66004a58c363dda1a6'},\n",
       " {'salesstaf_id': 5,\n",
       "  'customer_id': 36669,\n",
       "  'tel': '5a2279c8cad5631d533d373bcbefa635'},\n",
       " {'salesstaf_id': 24,\n",
       "  'customer_id': 36670,\n",
       "  'tel': '8c635c79db92f04be6b48cac735aadea'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 36671,\n",
       "  'tel': '115b1d9c786ddb1131c954b4537a55d6'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 36677,\n",
       "  'tel': '3c4a408675d6a63c9703feb2c136b4ce'},\n",
       " {'salesstaf_id': 1,\n",
       "  'customer_id': 36679,\n",
       "  'tel': '595038919380bdcb1c66dea2e7644150'},\n",
       " {'salesstaf_id': 30,\n",
       "  'customer_id': 36680,\n",
       "  'tel': '9697064688b9659b3bb64ae5f8f81f47'},\n",
       " {'salesstaf_id': 4,\n",
       "  'customer_id': 36681,\n",
       "  'tel': '8dccf301ba3f85512b6eede371c2fd6e'},\n",
       " {'salesstaf_id': 29,\n",
       "  'customer_id': 36682,\n",
       "  'tel': '78c517606938cd6d9fb3b2fac80be4d2'},\n",
       " {'salesstaf_id': 27,\n",
       "  'customer_id': 36687,\n",
       "  'tel': 'bca3c2b7bd042c474fdab1e54e6b101a'},\n",
       " {'salesstaf_id': 6,\n",
       "  'customer_id': 36689,\n",
       "  'tel': '1b478439a0a58894f1101c1edbcffa64'},\n",
       " {'salesstaf_id': 23,\n",
       "  'customer_id': 36690,\n",
       "  'tel': '5a850afb33ccdd2fe3b5530b88d5cfc2'},\n",
       " {'salesstaf_id': 15,\n",
       "  'customer_id': 36692,\n",
       "  'tel': '6fba0fe155e4c7469c68b007d1f402f9'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 37210,\n",
       "  'tel': '906b76d50a3fac5584c5e666630fcf93'},\n",
       " {'salesstaf_id': 8,\n",
       "  'customer_id': 37239,\n",
       "  'tel': '73f7841e7cb1e29c55c6612706706d10'},\n",
       " {'salesstaf_id': 11,\n",
       "  'customer_id': 37240,\n",
       "  'tel': '7b4e3b630ced472de40f6e9758745342'},\n",
       " {'salesstaf_id': 14,\n",
       "  'customer_id': 37246,\n",
       "  'tel': '927d392621ff90f03277071327fbb60f'},\n",
       " {'salesstaf_id': 3,\n",
       "  'customer_id': 38031,\n",
       "  'tel': 'bd3df39fdc0ca7b91de5b6c3382753ce'},\n",
       " {'salesstaf_id': 7,\n",
       "  'customer_id': 38058,\n",
       "  'tel': '9d2fc6a44da81afb74a75ea9ede52d27'},\n",
       " {'salesstaf_id': 16,\n",
       "  'customer_id': 38063,\n",
       "  'tel': '452e1dadf9f050bd7b4a354131f7865e'},\n",
       " {'salesstaf_id': 17,\n",
       "  'customer_id': 38064,\n",
       "  'tel': 'b31f6aaad8ad93aa7ff2e48673bbef16'},\n",
       " {'salesstaf_id': 26,\n",
       "  'customer_id': 38070,\n",
       "  'tel': '1bc6a972c05df4d9c558e4c6e95bdd48'},\n",
       " {'salesstaf_id': 28,\n",
       "  'customer_id': 38071,\n",
       "  'tel': 'cd0938d63d57394c6aa2ee4d78ec1482'},\n",
       " {'salesstaf_id': 25,\n",
       "  'customer_id': 38076,\n",
       "  'tel': '5bc559db2752c29572f635a3c29bd215'},\n",
       " {'salesstaf_id': 20,\n",
       "  'customer_id': 38077,\n",
       "  'tel': '7b949d2434f99ec2c508708545aee19a'},\n",
       " {'salesstaf_id': 21,\n",
       "  'customer_id': 38565,\n",
       "  'tel': '69801afdd1ccbd469ff4da3c60b7fac8'},\n",
       " {'salesstaf_id': 22,\n",
       "  'customer_id': 38567,\n",
       "  'tel': '37d4672fb075fb6cfd6a3baa31973cd2'},\n",
       " {'salesstaf_id': 18,\n",
       "  'customer_id': 38569,\n",
       "  'tel': '735c5b3606d848977e4abe5c0fa89486'},\n",
       " {'salesstaf_id': 13,\n",
       "  'customer_id': 38570,\n",
       "  'tel': '9c384c20d790f044c95352dca0ddfd09'},\n",
       " {'salesstaf_id': 19,\n",
       "  'customer_id': 39135,\n",
       "  'tel': 'b531819ac8b3673ec2bc3fc8263e603a'},\n",
       " {'salesstaf_id': 7,\n",
       "  'customer_id': 39165,\n",
       "  'tel': '9cc9e34180ea3ad12298a267b9a1046b'},\n",
       " {'salesstaf_id': 26,\n",
       "  'customer_id': 39685,\n",
       "  'tel': 'b6b746bf6b6176ca9792eacc5675e6f8'},\n",
       " {'salesstaf_id': 29,\n",
       "  'customer_id': 39688,\n",
       "  'tel': '6ad743114c0584e3d86f1b46bb06b557'},\n",
       " {'salesstaf_id': 20,\n",
       "  'customer_id': 39714,\n",
       "  'tel': '41261628b234476f1552c5e622b0c77e'},\n",
       " {'salesstaf_id': 25,\n",
       "  'customer_id': 39721,\n",
       "  'tel': '2ad65c6dcd274573c3bd9c213d892920'},\n",
       " {'salesstaf_id': 27,\n",
       "  'customer_id': 40535,\n",
       "  'tel': 'bd464abde43fdfa9e018394dfdc43952'},\n",
       " {'salesstaf_id': 6,\n",
       "  'customer_id': 40542,\n",
       "  'tel': 'e10a7de3f5fae55a297c7d2b1a72baa9'},\n",
       " {'salesstaf_id': 22,\n",
       "  'customer_id': 40544,\n",
       "  'tel': '51b9ba4f57f102bfbe700790ced309f5'},\n",
       " {'salesstaf_id': 24,\n",
       "  'customer_id': 40574,\n",
       "  'tel': 'dec4aa8f2257a74e58451d15f4feb570'},\n",
       " {'salesstaf_id': 12,\n",
       "  'customer_id': 40576,\n",
       "  'tel': 'b6f6487e434f57a160ebe1a5b60f654e'},\n",
       " {'salesstaf_id': 14,\n",
       "  'customer_id': 40579,\n",
       "  'tel': 'ad6d0107a3578e598b4f3578dcf69c94'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 40583,\n",
       "  'tel': 'bc87284113c21f90dba425a1c66d1262'},\n",
       " {'salesstaf_id': 4,\n",
       "  'customer_id': 40584,\n",
       "  'tel': '8bf2378c61cf913da786c9b3cac98d72'},\n",
       " {'salesstaf_id': 16,\n",
       "  'customer_id': 40585,\n",
       "  'tel': 'c3833a2a88cb2c1718d1daa285d6034e'},\n",
       " {'salesstaf_id': 11,\n",
       "  'customer_id': 40586,\n",
       "  'tel': '67c035ac883deabd0e03c13465508264'},\n",
       " {'salesstaf_id': 19,\n",
       "  'customer_id': 40587,\n",
       "  'tel': '9d8b8c3beb6f2fd97dc5bc16ea826902'},\n",
       " {'salesstaf_id': 18,\n",
       "  'customer_id': 40591,\n",
       "  'tel': '8eb46e7028b022f730e8dcdbce0156c2'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 40594,\n",
       "  'tel': '2268c62a4c96346efcfd56e2054e8568'},\n",
       " {'salesstaf_id': 15,\n",
       "  'customer_id': 40595,\n",
       "  'tel': '3d828de9db3e1f87dcece745547535a7'},\n",
       " {'salesstaf_id': 13,\n",
       "  'customer_id': 41439,\n",
       "  'tel': 'b02bea54394f69cdc6dc6ab601fc9fe6'},\n",
       " {'salesstaf_id': 21,\n",
       "  'customer_id': 41445,\n",
       "  'tel': '64f9231d710bd78908bcb04e364c4b15'},\n",
       " {'salesstaf_id': 30,\n",
       "  'customer_id': 41449,\n",
       "  'tel': 'ebb403688613e4e67e126b06de06e97b'},\n",
       " {'salesstaf_id': 1,\n",
       "  'customer_id': 41456,\n",
       "  'tel': '36a942068b09131f4ebe5b77cdd22802'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 41458,\n",
       "  'tel': '9c31ae749e1ba740064e6b4ea45b12f7'},\n",
       " {'salesstaf_id': 8,\n",
       "  'customer_id': 41481,\n",
       "  'tel': 'e707eedd96afbec5508e4724f247d60e'},\n",
       " {'salesstaf_id': 28,\n",
       "  'customer_id': 41482,\n",
       "  'tel': '17521c4da23e99a045b4395263df5cb9'},\n",
       " {'salesstaf_id': 3,\n",
       "  'customer_id': 41485,\n",
       "  'tel': '72fd1538959ac8fe7cd65ff45a119b50'},\n",
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       "  'tel': '7724a1e3cbd18602d7d7e64ed410bbd2'},\n",
       " {'salesstaf_id': 19,\n",
       "  'customer_id': 53892,\n",
       "  'tel': '6d3927d21297a77f1426ef179b234504'},\n",
       " {'salesstaf_id': 5,\n",
       "  'customer_id': 53895,\n",
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       " {'salesstaf_id': 27,\n",
       "  'customer_id': 53898,\n",
       "  'tel': '772cfe9ae0f409c60c77e487666a3f32'},\n",
       " {'salesstaf_id': 18,\n",
       "  'customer_id': 53903,\n",
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       " {'salesstaf_id': 1,\n",
       "  'customer_id': 53904,\n",
       "  'tel': '5cbecce8affc14328c7f1b9e11216722'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 53906,\n",
       "  'tel': '50b15bc598061032cd97d33ea690a269'},\n",
       " {'salesstaf_id': 16,\n",
       "  'customer_id': 53911,\n",
       "  'tel': 'baec78b59528a212ec7c6019be7f15dd'},\n",
       " {'salesstaf_id': 28,\n",
       "  'customer_id': 54783,\n",
       "  'tel': 'aadb25290c44cceeb9c5a664fb4dca1d'},\n",
       " {'salesstaf_id': 25,\n",
       "  'customer_id': 54816,\n",
       "  'tel': 'cdba6e139e78d3bc2b1db83e8349983b'},\n",
       " {'salesstaf_id': 14,\n",
       "  'customer_id': 54817,\n",
       "  'tel': '48bc8dfcea7891291a76c8679c11ce11'},\n",
       " {'salesstaf_id': 3,\n",
       "  'customer_id': 54818,\n",
       "  'tel': '6f6dd932528b0a398ddf17dcbd465303'},\n",
       " {'salesstaf_id': 6,\n",
       "  'customer_id': 54822,\n",
       "  'tel': '79c53a15aa52b0a3c5f78b71c24956b7'},\n",
       " {'salesstaf_id': 17,\n",
       "  'customer_id': 54829,\n",
       "  'tel': '5e141d52f3637f311e1d2388bfe05f29'},\n",
       " {'salesstaf_id': 22,\n",
       "  'customer_id': 55521,\n",
       "  'tel': '6e72833bf3bc10b27fced307d990a2fa'},\n",
       " {'salesstaf_id': 23,\n",
       "  'customer_id': 55526,\n",
       "  'tel': 'f140dfd41b0edff6bdbb701009b53d46'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 55546,\n",
       "  'tel': 'd259354be5ed9d447c18d004cfa70b35'},\n",
       " {'salesstaf_id': 12,\n",
       "  'customer_id': 55547,\n",
       "  'tel': 'cf675b9923ef2197b852f5e7e9ce9244'},\n",
       " {'salesstaf_id': 26,\n",
       "  'customer_id': 55549,\n",
       "  'tel': '5a3138ef257e04d273e61d12350ab2e6'},\n",
       " {'salesstaf_id': 15,\n",
       "  'customer_id': 55556,\n",
       "  'tel': 'a6d3f11a703ae0e434fb5385ac8c2031'},\n",
       " {'salesstaf_id': 4,\n",
       "  'customer_id': 55559,\n",
       "  'tel': 'd107d2470ba72a473c41c703ee612346'},\n",
       " {'salesstaf_id': 28,\n",
       "  'customer_id': 55962,\n",
       "  'tel': '36ab9a4059484cbdbc1acfac506ac1a7'},\n",
       " {'salesstaf_id': 17,\n",
       "  'customer_id': 55964,\n",
       "  'tel': '6cfda4095d297ef4c224948baff71486'},\n",
       " {'salesstaf_id': 26,\n",
       "  'customer_id': 56365,\n",
       "  'tel': 'fdace0a5eb0ffc216ba30e413b39a3ea'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 56367,\n",
       "  'tel': '6eab019c1a4e8fb5de29c66d0d650699'},\n",
       " {'salesstaf_id': 30,\n",
       "  'customer_id': 56369,\n",
       "  'tel': '045a631f3a3864fa229ff75e7265dbbc'},\n",
       " {'salesstaf_id': 10,\n",
       "  'customer_id': 57061,\n",
       "  'tel': 'fd9b27f03f6cb940ccf29efaf55cd88a'},\n",
       " {'salesstaf_id': 15,\n",
       "  'customer_id': 57065,\n",
       "  'tel': '54827e84787649adb331fff3dc6b7a8f'},\n",
       " {'salesstaf_id': 19,\n",
       "  'customer_id': 57068,\n",
       "  'tel': '9540cb84de89b6b1acf5fd9ea70124ae'},\n",
       " {'salesstaf_id': 2,\n",
       "  'customer_id': 57076,\n",
       "  'tel': '8f6ca20b9a54eae0a13a2b1d769019d2'},\n",
       " {'salesstaf_id': 16,\n",
       "  'customer_id': 57111,\n",
       "  'tel': '7e28532d91d2f954223bf4704984c9d1'},\n",
       " {'salesstaf_id': 14,\n",
       "  'customer_id': 57117,\n",
       "  'tel': 'e55059524b50d5389fc9d3a3b5993da1'},\n",
       " {'salesstaf_id': 21,\n",
       "  'customer_id': 57121,\n",
       "  'tel': 'd5bf4184fa12e73527e0b9c151ad2bc9'},\n",
       " {'salesstaf_id': 27,\n",
       "  'customer_id': 57523,\n",
       "  'tel': '46c9e56a065055b93d19a053a85d6944'},\n",
       " {'salesstaf_id': 6,\n",
       "  'customer_id': 57537,\n",
       "  'tel': '77cdcbbb9f2e62218f4f1fb62ac3084c'},\n",
       " {'salesstaf_id': 4,\n",
       "  'customer_id': 57837,\n",
       "  'tel': '08477e5c9b54c088c9f8c99e5698ca59'},\n",
       " {'salesstaf_id': 12,\n",
       "  'customer_id': 57843,\n",
       "  'tel': 'e91903511446a4a29f5745e41cea2aba'},\n",
       " {'salesstaf_id': 29,\n",
       "  'customer_id': 57844,\n",
       "  'tel': '7076d242d88453e918e6aaa653b43b1e'},\n",
       " {'salesstaf_id': 7,\n",
       "  'customer_id': 58140,\n",
       "  'tel': '9e89a0b8be0dd89c2ea9c608d13ee53f'},\n",
       " {'salesstaf_id': 8,\n",
       "  'customer_id': 58151,\n",
       "  'tel': '4efd1368dad680868a5595003d7d9acc'},\n",
       " {'salesstaf_id': 13,\n",
       "  'customer_id': 58152,\n",
       "  'tel': '380504f27f85acb743e21ed4c9e57d60'},\n",
       " {'salesstaf_id': 24,\n",
       "  'customer_id': 58442,\n",
       "  'tel': '8568a35d3db80be71df99645df0dc8e1'},\n",
       " {'salesstaf_id': 25,\n",
       "  'customer_id': 58457,\n",
       "  'tel': '11d8da1100332658a9a23bca78e83316'},\n",
       " {'salesstaf_id': 3,\n",
       "  'customer_id': 58458,\n",
       "  'tel': '9eaeccbb982e9aa87f2f8b4625512bc3'},\n",
       " {'salesstaf_id': 5,\n",
       "  'customer_id': 58798,\n",
       "  'tel': '430cb654704188f461a3718d2fb24df6'},\n",
       " {'salesstaf_id': 23,\n",
       "  'customer_id': 58814,\n",
       "  'tel': '0beba6b422bfd0edd4d371fbfabdef8e'},\n",
       " {'salesstaf_id': 22,\n",
       "  'customer_id': 58819,\n",
       "  'tel': '03b0166e7159574a8f9429a6260f9e47'},\n",
       " {'salesstaf_id': 11,\n",
       "  'customer_id': 59132,\n",
       "  'tel': '71726ea77b1d4822b501a517527df26c'},\n",
       " {'salesstaf_id': 1,\n",
       "  'customer_id': 59133,\n",
       "  'tel': 'ad65fd417bdbf5994ea621067ace4a86'},\n",
       " {'salesstaf_id': 18,\n",
       "  'customer_id': 59134,\n",
       "  'tel': '418f87d7e75c6ad6e9df33b7eea326ba'},\n",
       " {'salesstaf_id': 20,\n",
       "  'customer_id': 59135,\n",
       "  'tel': '23e93426d7379ad339b59e4f41909aee'},\n",
       " {'salesstaf_id': 24,\n",
       "  'customer_id': 59136,\n",
       "  'tel': '65d7957b1e21842f957fbaffe4f49543'},\n",
       " {'salesstaf_id': 12,\n",
       "  'customer_id': 59466,\n",
       "  'tel': '86895c654423d93e60c5978742d7d0ad'},\n",
       " {'salesstaf_id': 9,\n",
       "  'customer_id': 59484,\n",
       "  'tel': 'cb3d817e78aa17b0b266770c791d6bbf'},\n",
       " {'salesstaf_id': 15,\n",
       "  'customer_id': 59486,\n",
       "  'tel': '6a9d1af4d87988282649f45c15b92fd2'},\n",
       " {'salesstaf_id': 13,\n",
       "  'customer_id': 59488,\n",
       "  'tel': '1a904c4d733b49cd2f4770eac2f47ed8'},\n",
       " {'salesstaf_id': 27,\n",
       "  'customer_id': 59887,\n",
       "  'tel': 'cde8850fc2a26e6ba63dde618d7afc17'},\n",
       " {'salesstaf_id': 22,\n",
       "  'customer_id': 59889,\n",
       "  'tel': '8fe152dc38c99250600ac50873fc0298'},\n",
       " {'salesstaf_id': 19,\n",
       "  'customer_id': 59892,\n",
       "  'tel': '478d1ac970fbdbeaa1eb57d419c35e72'},\n",
       " {'salesstaf_id': 26,\n",
       "  'customer_id': 59896,\n",
       "  'tel': '4f70d113b19f59016c87ecdcb8c2f9d2'},\n",
       " {'salesstaf_id': 14,\n",
       "  'customer_id': 59897,\n",
       "  'tel': '4550dcb5340befa3344c05bf67bc627f'}]"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#均衡分配这些意向用户：\n",
    "def get_mission_data2():\n",
    "    datas = []\n",
    "    cache_salesstaff_ids = set(salesstaff_ids)#销售人员id集合\n",
    "    for customer_id,groupby_customerid in df_last_mission.groupby('customer_id'):\n",
    "                   # groupby_customerid内容是每位顾客的几条记录\n",
    "        tel = groupby_customerid['tel'].iloc[0]#每位消费者的（第一条记录中的）手机号\n",
    "        cache2_salesstaff_ids = list(\n",
    "            cache_salesstaff_ids - set(groupby_customerid['salesstaff_id'].values.tolist())#销售id集-已服务该消费者的销售id\n",
    "            )\n",
    "        if not cache2_salesstaff_ids: #如果cache2_salesstaff_ids不能等于上述定义，即如果上述定义报错：\n",
    "            cache_salesstaff_ids = set(salesstaff_ids)\n",
    "            cache2_salesstaff_ids = list(\n",
    "            cache_salesstaff_ids - set(groupby_customerid['salesstaff_id'].values.tolist())\n",
    "            )\n",
    "        \n",
    "        # 随机选中一个销售id分配给他    \n",
    "        choice_salesstaff_id = random.choice(cache2_salesstaff_ids)#random.choice用于list。\n",
    "        cache_salesstaff_ids = cache_salesstaff_ids - set([choice_salesstaff_id]) #集合相减\n",
    "        datas.append(\n",
    "                {\n",
    "                    'salesstaf_id':choice_salesstaff_id,\n",
    "                    'customer_id':customer_id,\n",
    "                    'tel':tel,\n",
    "                }\n",
    "        )\n",
    "    return datas\n",
    "\n",
    "datas2 = get_mission_data2()\n",
    "datas2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "datas_total = datas1 + datas2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>salesstaf_id</th>\n",
       "      <th>customer_id</th>\n",
       "      <th>tel</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>94a20c908ea398cefba903e2d6598ea2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>5abd29bae58e80cc2513b9aa0f3dd598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>3</td>\n",
       "      <td>90875eb5b8fc1c84cf9a395f642ac092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>05f8673bd351bdb9bf3f503013784da8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>f4e507f349ac8455d8426db77c377636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1054</th>\n",
       "      <td>27</td>\n",
       "      <td>59887</td>\n",
       "      <td>cde8850fc2a26e6ba63dde618d7afc17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1055</th>\n",
       "      <td>22</td>\n",
       "      <td>59889</td>\n",
       "      <td>8fe152dc38c99250600ac50873fc0298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1056</th>\n",
       "      <td>19</td>\n",
       "      <td>59892</td>\n",
       "      <td>478d1ac970fbdbeaa1eb57d419c35e72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1057</th>\n",
       "      <td>26</td>\n",
       "      <td>59896</td>\n",
       "      <td>4f70d113b19f59016c87ecdcb8c2f9d2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1058</th>\n",
       "      <td>14</td>\n",
       "      <td>59897</td>\n",
       "      <td>4550dcb5340befa3344c05bf67bc627f</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1059 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      salesstaf_id  customer_id                               tel\n",
       "0                2            1  94a20c908ea398cefba903e2d6598ea2\n",
       "1                2            2  5abd29bae58e80cc2513b9aa0f3dd598\n",
       "2                2            3  90875eb5b8fc1c84cf9a395f642ac092\n",
       "3                2            4  05f8673bd351bdb9bf3f503013784da8\n",
       "4                2            5  f4e507f349ac8455d8426db77c377636\n",
       "...            ...          ...                               ...\n",
       "1054            27        59887  cde8850fc2a26e6ba63dde618d7afc17\n",
       "1055            22        59889  8fe152dc38c99250600ac50873fc0298\n",
       "1056            19        59892  478d1ac970fbdbeaa1eb57d419c35e72\n",
       "1057            26        59896  4f70d113b19f59016c87ecdcb8c2f9d2\n",
       "1058            14        59897  4550dcb5340befa3344c05bf67bc627f\n",
       "\n",
       "[1059 rows x 3 columns]"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_new_mission = pd.DataFrame(\n",
    "    datas_total\n",
    ")\n",
    "df_new_mission"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new_mission.to_sql(\n",
    "    '2020-07-01-mission',\n",
    "    conn,\n",
    "    index=False\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new_mission = df_new_mission.drop('tel',axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new_mission['createDate'] = current_day\n",
    "df_new_mission['status_id'] = 7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['salesstaf_id', 'customer_id', 'createDate', 'status_id'], dtype='object')"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_new_mission.columns\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new_mission.columns = ['salesstaff_id', 'customer_id', 'createDate', 'status_id']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_new_mission.to_sql(\n",
    "    'mission_new',\n",
    "    conn,\n",
    "    index=False,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#问题：请问如何写一个小循环，生成每位销售的任务单呢？（里面包含任务对象客户的电话和id）"
   ]
  }
 ],
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